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Volume 11, Issue 5 (May 2025)

Silent Alert: Advancing Women's Security Through Smart Sign Recognition And Ai

Impact Factor
7.883
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Volume 12 Issue 07

July 2026

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Author(s)

Dr.T.NIRMAL RAJ G DEEPAK

Abstract

Women's Safety Is A Global Concern Requiring Immediate And Innovative Solutions. This Paper Introduces "Silent Alert," A Real-time Hand Gesture Recognition System That Detects Emergency And Rescue Signs Based On Video Input. Leveraging MediaPipe For Hand Landmark Extraction And A BiLSTM Model For Gesture Classification, The System Offers Accurate Recognition Of Dynamic Hand Gestures. Once A Recognized Gesture Is Detected, An Alert Is Automatically Dispatched Via Twilio SMS To Registered Guardians, Including The User's GPS Location. Our Experiments Demonstrate That This Method Significantly Improves Gesture Recognition Accuracy And Real-time Responsiveness, Making It A Practical Tool For Enhancing Personal Security.

Keywords

Women's Safety Hand Gesture Recognition BiLSTM MediaPipe Twilio SMS Real-time Alert System AI Video Classification

Paper ID

IJSARTV11I5103652

Publication Date

May 23, 2025

Research Area

CSA

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